@Posit@fosstodon.org
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Posit

@Posit@fosstodon.org

We make free, open-source software for data scientists like the RStudio IDE.

We're formerly known as RStudio. You can always download our open-source IDE here. https://posit.co/download/rstudio-desktop/

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Posit, to random
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More travelers than ever are expected to travel by air this holiday season*. Airport authorities seek every analytic edge to make your journey as safe & smooth as possible. That's why the Halifax International Airport Authority uses Posit Team.

Read about the Halifax International Airport Authority experience with Posit Team & Connect at https://posit.co/about/customer-stories/halifax-airport/

Posit, to random
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We're thrilled to announce the second edition of R for Data Science is out!

The second edition is a major reworking of the first edition, with new material added, unuseful material removed, and updated code and text.

• Read it for free online: https://r4ds.hadley.nz/
• Buy a copy from Amazon: https://www.amazon.com/dp/1492097403?&tag=hadlwick-20
• Read more about the new edition in the blog post from new co-author Mine Çetinkaya-Rundel: https://www.tidyverse.org/blog/2023/07/r4ds-2e/

Posit, to random
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Python Data Science at posit::conf(2023). We are excited about all our Python workshops are posit::conf this year.

posit::conf(2023) is our conference for all things open source data science. Join us in Chicago Sept 17-20. With two days of workshops, and two days of talks and community. Learn more at pos.it/conf.

See below!

Posit, to random
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Use Polars? Find options for displaying tables limiting? Check out great_tables latest update

Right now the Polars ecosystem has few good options for styling tables for presentation. Enter great_tables.

https://posit-dev.github.io/great-tables/blog/polars-styling/

Posit, (edited ) to random
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tidymodels: Better warnings, clearer errors, and exciting new features coming soon!

The tidymodels framework is a collection of packages for modeling and machine learning using principles. This quarterly digest summarizes what’s new in the tidymodels ecosystem.

Check out the tidymodels Q4 2023 digest to learn more.
https://www.tidyverse.org/blog/2024/01/tidymodels-2023-q4/

Posit, to random
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Novo Nordisk's data science team has achieved an extraordinary milestone within New Drug Applications (NDA) – an submission package featuring outputs exclusively written in .

On September 12th, join Posit and the team at Novo Nordisk to share their journey.

📅 Date: September 12, 2023
🕙 Time: 10 AM ET
📍 Where: YouTube Live
🙇‍♂️ Who: Ari Siggaard Knoph | Anders Ellern Bilgrau | Steffen Falgreen Larsen
📆 Add event to calendar: https://www.addevent.com/event/Wi18366209

Posit, to random
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Are you working with R and SQL databases?

{dbplyr} lets you query databases with {dplyr} code. The 2.4.0 release includes eliminating subqueries when using multiple unions in a row, getting more control over the generated SQL, and new translations.

Read more: https://www.tidyverse.org/blog/2023/10/dbplyr-2-4-0/

Posit, to datascience
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We are excited to announce that Wes McKinney has joined Posit!

When we changed our name to Posit, our goal was to unify efforts around creating great tools for , regardless of language, and working with Wes is a huge step forward in realizing that dream.

Posit, (edited ) to random
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Do you need to improve the predictive performance of your machine learning model? Try {stacks}. It’s not just for breakfast anymore. 🥞

{stacks} is a package implementing model ensembling in tidymodels, a collection of packages for in . The release refines alt text for package viz and addresses some bugs.

• Learn more about {stacks} on the package website: https://stacks.tidymodels.org/
• Get started with A Gentle Introduction to Tidymodels Stacking: https://www.simonpcouch.com/blog/2020-10-27-gentle-intro-stacks/

Posit, to python
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Quarto 1.4 has been released 🎉

The release brings new formats for dashboards and Typst, a new manuscript project type, a cross-reference overhaul, Shiny for Python support, and a ton of other updates.

Learn more on the Quarto blog: https://quarto.org/docs/blog/posts/2024-01-24-1.4-release/

Posit, to python
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Introducing Shiny for Python templates! 🐍

We're thrilled to offer opinionated boilerplate Shiny Templates code that allows you to hit the ground running, whether you need a quick, simple app or a quick, complicated one.

• Read more on the Shiny blog: https://shiny.posit.co/blog/posts/introducing-shiny-templates/
• Watch Carson Sievert quickly get an app running locally with Shiny Templates on YouTube: https://www.youtube.com/watch?v=zQJiMRStYE8

Posit, (edited ) to random
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posit::conf(2023) Keynotes & Talks are now available on YouTube. Plus find all Workshop materials.

Talks

Workshop materials:
https://posit.co/wp-content/themes/Posit/public/markdown-blogs/talks-and-workshops-from-posit-conf-2023/index.html#workshop-materials-1

Posit, to random
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The team is pleased to announce a huge round of updates for 13 different packages!

• A shiny new look: This release of bslib adds more polish to this new “preset” theme.
• Page-level styling: The new default look is designed to be light and minimal.
• Built-in dark mode support: This release of bslib brings built-in dark mode support to any Shiny app that uses bs_theme().

and more! Read about the notable additions on the Shiny blog: https://shiny.posit.co/blog/posts/shiny-r-1.8.0/

Posit, to datascience
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Posit, to random
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Reintroducing Posit Cloud.

☁️ Posit Cloud is an online platform where people do and share data science with their favorite coding languages and environments, all from the comfort of their own web browser.

And today, we’re excited to share that Posit Cloud has double the power to support your most important work.

Posit, to ArtificialIntelligence
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We at Posit have been working on integrating the torch for ecosystem with tools, allowing users to load and execute models from their platform.

Read more in the AI blog: https://blogs.rstudio.com/ai/posts/2023-07-12-hugging-face-integrations/

Posit, to programming
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R? In the browser? What?!

makes it possible to run code in the browser without the need for an R server to execute the code: the R interpreter runs directly on the user’s machine. WebR is a version of the statistical language R compiled for the browser and using , via Emscripten.

@gws shares an overview of the 0.2.0 release on YouTube: https://www.youtube.com/watch?v=Mpq9a6yMl_w&feature=youtu.be

Posit, to random
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We’re thrilled to announce dplyr powered by DuckDB: duckplyr 🎉

A collaboration between the dplyr project team at Posit, cynkra, and DuckDB, duckplyr is a powerful new option that marries the user-friendly dplyr syntax with the execution capabilities of DuckDB.

Learn more: https://posit.co/blog/duckplyr-dplyr-powered-by-duckdb/

Posit, to random
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Join Posit at The New York R Conference!

@hadleywickham will present on R in Production, providing advice and principles for creating robust, portable, and collaborative workflows.

Wes McKinney will present on The Future Roadmap for the Composable Data Stack, discussing interoperable open standards for the data processing stack.

Posit experts Sally Yang and @Rika_Gorn would love to see you at the booth!

Learn more about the New York R Conference: https://rstats.ai/nyr

Posit, to random
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Raise your hand if you’ll be at Snowflake Summit 🙋

Join us on June 6th for Dev Day at Snowflake Summit!

Stop by Posit’s booth from 9 to 2 p.m. PT to chat with our experts, see the Snowflake x Posit integration in action, and pick up some swag!

Explore all we have planned at Summit and schedule a time to meet with a Posit expert: https://posit.co/events/snowflake-summit/

Posit, to opensource
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Interested in using GenAI to enhance your clinical reporting?

Phil Bowsher is hosting a session on 'GenAI to Enhance Your Statistical Programming' at PharmaSUG, happening May 19-22 in Baltimore!

He will then join Shawn Campbell at the Posit Booth if you want to discuss further.

Want to chat now? Book a call here: https://posit.co/schedule-a-call/?booking_calendar__c=Industry_Pharma

Posit, to python
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We are excited to announce that the 2024 Plotnine Contest! Plotnine is a visualization library that brings the Layered Grammar of Graphics to . This is the first plotnine event of its kind' we're excited to see what the community shares!

Quick Summary
📈 Deadline for submissions is Friday, July 12, 2024 at midnight (anywhere on earth).
📊 To enter, share your plot with a documented reprex.
📍 Submit at forum.posit.co/w/plotnine-viz-contest-2024

https://posit.co/blog/announcing-the-2024-plotnine-contest/

Posit, to random
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First (all) the rounds on us!

Join us for Data & Drinks with Posit to unwind, grab a drink, and connect with other open-source developers, engineers, analysts, and data scientists!

📅 June 6th at 3-5 pm PT

📌 Black Hammer Brewing Company
544 Bryant St, San Francisco, CA 94107

✨ RSVP to attend → https://posit.co/events/snowflake-summit-data-drinks-with-posit/

Posit, to random
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Wes McKinney was just on The Data Scientist Show with Daliana Liu!

Wes talks about why he created Pandas, the future of data systems, why he left his CTO role to become a Principal Architect at Posit PBC

Wes McKinney - The Data Scientist Show, no. 086

▶️ YouTube: https://youtu.be/6XahIfllSTw?si=7OOyQNWP2yllnQQw

🍎 Apple: https://podcasts.apple.com/us/podcast/why-he-created-pandas-the-future-of-data-systems-why/id1584430381?i=1000650169063

🙉 Spotify: https://open.spotify.com/episode/0DQCsNZuaB7cyWWp3pksSs?si=i9nqi7fZQ6CPPNWc7pKaiQ

Posit, to python
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The April 2024 release of Posit Package Manager brings support for air-gapped PyPI repositories, more flexible curated CRAN repositories, performance improvements and more!

Learn about it in the blog post: https://posit.co/blog/posit-package-manager-2024-04-0/

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